| Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models | Feb 10, 2023 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection | Nov 2, 2024 | Audio Source SeparationEvent Detection | CodeCode Available | 1 |
| PILOT: Introducing Transformers for Probabilistic Sound Event Localization | Jun 7, 2021 | Event Detection | CodeCode Available | 1 |
| Post-Processing Independent Evaluation of Sound Event Detection Systems | Jun 27, 2023 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| RCT: Random Consistency Training for Semi-supervised Sound Event Detection | Oct 21, 2021 | Data AugmentationEvent Detection | CodeCode Available | 1 |
| RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection | May 15, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP | Oct 25, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation | May 16, 2024 | AudioCapsEvent Detection | CodeCode Available | 1 |
| Russian News Clustering and Headline Selection Shared Task | May 3, 2021 | ClusteringEvent Detection | CodeCode Available | 1 |
| CORAL: Expert-Curated medical Oncology Reports to Advance Language Model Inference | Aug 7, 2023 | Event DetectionLanguage Modeling | CodeCode Available | 1 |
| Segment-level Metric Learning for Few-shot Bioacoustic Event Detection | Jul 15, 2022 | Event DetectionFew-Shot Learning | CodeCode Available | 1 |
| SeisLM: a Foundation Model for Seismic Waveforms | Oct 21, 2024 | Event DetectionLanguage Modeling | CodeCode Available | 1 |
| Explainable AI Components for Narrative Map Extraction | Mar 19, 2025 | Event DetectionExplainable artificial intelligence | CodeCode Available | 1 |
| F^3Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos | Apr 11, 2025 | Action UnderstandingEvent Detection | CodeCode Available | 1 |
| Enhanced Language Representation with Label Knowledge for Span Extraction | Nov 1, 2021 | Event DetectionNER | CodeCode Available | 1 |
| Effective Pre-Training of Audio Transformers for Sound Event Detection | Sep 14, 2024 | Data AugmentationEvent Detection | CodeCode Available | 1 |
| Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation | Feb 25, 2020 | Event DetectionRelation | CodeCode Available | 1 |
| Few-shot bioacoustic event detection at the DCASE 2022 challenge | Jul 14, 2022 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Couple Learning for semi-supervised sound event detection | Oct 12, 2021 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Data Efficient Video Transformer for Violence Detection | Jul 17, 2021 | Action RecognitionEvent Detection | CodeCode Available | 1 |
| Deep Learning in Latent Space for Video Prediction and Compression | Jun 19, 2021 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| Diversifying and Expanding Frequency-Adaptive Convolution Kernels for Sound Event Detection | Jun 8, 2024 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media | Jun 10, 2020 | ClusteringEvent Detection | CodeCode Available | 1 |
| End-to-End Neural Event Coreference Resolution | Sep 17, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| EventGraph: Event Extraction as Semantic Graph Parsing | Oct 16, 2022 | Event DetectionEvent Extraction | CodeCode Available | 1 |
| EvRT-DETR: Latent Space Adaptation of Image Detectors for Event-based Vision | Dec 3, 2024 | Event-based visionEvent Detection | CodeCode Available | 1 |
| Exploring Performance-Complexity Trade-Offs in Sound Event Detection Models | Mar 14, 2025 | Audio TaggingEvent Detection | CodeCode Available | 1 |
| Exploring Text-Queried Sound Event Detection with Audio Source Separation | Sep 20, 2024 | Audio Source SeparationEvent Detection | CodeCode Available | 1 |
| Few-shot Event Detection: An Empirical Study and a Unified View | May 3, 2023 | Event Detection | CodeCode Available | 1 |
| Few-Shot Event Detection with Prototypical Amortized Conditional Random Field | Dec 4, 2020 | Event Detection | CodeCode Available | 1 |
| Fine-tune the pretrained ATST model for sound event detection | Sep 15, 2023 | Event DetectionSelf-Supervised Learning | CodeCode Available | 1 |
| Forward-Backward Convolutional Recurrent Neural Networks and Tag-Conditioned Convolutional Neural Networks for Weakly Labeled Semi-supervised Sound Event Detection | Mar 11, 2021 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Cloud gap-filling with deep learning for improved grassland monitoring | Mar 14, 2024 | Deep LearningEvent Detection | CodeCode Available | 1 |
| A New Perspective for Shuttlecock Hitting Event Detection | Jun 17, 2023 | Event Detection | CodeCode Available | 1 |
| A dataset for Audio-Visual Sound Event Detection in Movies | Feb 14, 2023 | Event DetectionSelf-Driving Cars | CodeCode Available | 1 |
| CLIP meets GamePhysics: Towards bug identification in gameplay videos using zero-shot transfer learning | Mar 21, 2022 | Event DetectionTransfer Learning | CodeCode Available | 1 |
| CNN Architectures for Large-Scale Audio Classification | Sep 29, 2016 | Audio ClassificationEvent Detection | CodeCode Available | 1 |
| Graph Convolutional Networks for traffic anomaly | Dec 25, 2020 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications | Jun 17, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection | Dec 19, 2023 | Event DetectionGraph Neural Network | CodeCode Available | 1 |
| ACCDOA: Activity-Coupled Cartesian Direction of Arrival Representation for Sound Event Localization and Detection | Oct 29, 2020 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Anomaly Detection in Video via Self-Supervised and Multi-Task Learning | Nov 15, 2020 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 |
| Improving Event Detection via Open-domain Trigger Knowledge | Jul 1, 2020 | Event DetectionKnowledge Distillation | CodeCode Available | 1 |
| Improving weakly supervised sound event detection with self-supervised auxiliary tasks | Jun 12, 2021 | DecoderEvent Detection | CodeCode Available | 1 |
| DCASE 2021 Task 3: Spectrotemporally-aligned Features for Polyphonic Sound Event Localization and Detection | Jun 29, 2021 | Audio ClassificationDirection of Arrival Estimation | CodeCode Available | 1 |
| A Hybrid System of Sound Event Detection Transformer and Frame-wise Model for DCASE 2022 Task 4 | Oct 18, 2022 | Event DetectionMetric Learning | CodeCode Available | 1 |
| ATCON: Attention Consistency for Vision Models | Oct 18, 2022 | Event Detection | CodeCode Available | 1 |
| MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation | Nov 15, 2023 | AllEvent Argument Extraction | CodeCode Available | 1 |
| Multi-Iteration Multi-Stage Fine-Tuning of Transformers for Sound Event Detection with Heterogeneous Datasets | Jul 17, 2024 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video | Aug 27, 2020 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 |